AI Optimization Best Practices

Staging updates, verifying templates, and scheduling audits.

Difficulty:

Intermediate

Est: 9 mins

Updated July 2026

Overview

Follow these guidelines to optimize your workflow when using the AI engine:

**Stage changes first:** Deploy optimizations to a dev staging URL before writing them to production.
**Review low-confidence items:** Edit metadata suggestions that score below 85% to ensure they align with your brand voice.
**Schedule audits during low traffic periods:** Configure scan intervals to run when server CPU usage is minimal.

Introduction to CrawlSage AI Engine

Understanding Code Generation Logic

Evaluating AI Tag Recommendations

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